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Confidence Estimation Transformer for Long-Term Renewable Energy Forecasting in Reinforcement Learning-based Power Grid Dispatching

Xinhang Li Nan Yang Zihao Li Yupeng Huang Zheng Yuan Xuri Song Lei Li Lin Zhang

CSEE Journal of Power and Energy Systems2024，Vol.10Issue(4)：P.1502-1513,12.

CSEE Journal of Power and Energy Systems2024，Vol.10Issue(4)：P.1502-1513,12.DOI:10.17775/CSEEJPES.2022.02050

Confidence Estimation Transformer for Long-Term Renewable Energy Forecasting in Reinforcement Learning-based Power Grid Dispatching

Xinhang Li ¹Nan Yang ²Zihao Li ¹Yupeng Huang ²Zheng Yuan ¹Xuri Song ²Lei Li ¹Lin Zhang¹

作者信息

1. Beijing University of Posts and Telecommunications,Beijing 100876,China
2. Beijing Key Laboratory of Research and System Evaluation of Power Dispatching Automation Technology
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摘要

关键词

Conformer-RLpatching/optimal power flow/reinforcement learning/renewable energy prediction

分类

信息技术与安全科学

引用本文复制引用

Xinhang Li,Nan Yang,Zihao Li,Yupeng Huang,Zheng Yuan,Xuri Song,Lei Li,Lin Zhang..Confidence Estimation Transformer for Long-Term Renewable Energy Forecasting in Reinforcement Learning-based Power Grid Dispatching[J].CSEE Journal of Power and Energy Systems,2024,10(4):P.1502-1513,12.

基金项目

supported by the State Key Program of National Natural Science Foundation of China(Grant No.U1866210) （Grant No.U1866210）

supported by the National Natural Science Foundation of China(No.62176024) （No.62176024）

Open Fund of Beijing Key Laboratory of Research and System Evaluation of Power Dispatching Automation Technology(China Electric Power Research Institute)(No.DZB51202101268). （China Electric Power Research Institute）

CSEE Journal of Power and Energy Systems

OACSTPCDEI

ISSN：2096-0042

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